technical note 1972-19 · investigatory trip was made to a remote area in new hampshire to verify...
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ESD ACCESSION LIST TRl Call No. lizJ^L
^cys. Copy No.
Technical Note 1972-19
Description of the Lincoln Laboratory Wideband ELF Noise Recording Systems
J. E. Evans D. K. Willim J. R. Brown
14 April 1972
pared for the Department of th<- N under FUrctronir Systems Division Contract Fl%28-70-C-0230 by
Lincoln Laboratory MASSACHUSETTS INSTITUTE OF TECHNOLOGY s inpton, Massachusetts -
ADlHdooo
MASSACHUSETTS INSTITUTE OF TECHNOLOGY
LINCOLN LABORATORY
DESCRIPTION OF THE LINCOLN LABORATORY WIDEBAND
ELF NOISE RECORDING SYSTEMS
/. E. EVANS
Group 44
D. K. WILLIM
Group 66
J. R. BROWN
Group 25
TECHNICAL NOTE 1972-19
14 APRIL 1972
Approved for public release; distribution unlimited.
LEXINGTON MASSACHUSETTS
The work reported in this document was performed at Lincoln Laboratory, a center for research operated by Massachusetts Institute of Technology. The work was sponsored by the Department of the Navy under Air Force Contract F19628-70-C-0230.
This report may be reproduced to satisfy needs of U.S. Government agencies.
ll
ABSTRACT
This report describes the systems used to record wideband (12 Hz -
300 Hz) extremely low frequency (ELF) electromagnetic noise in a number of
geographic locations. The first section centers on the analog recording
system employed in Florida. Simply stated, analog tapes were recorded
and later converted to digital tapes for further processing. Section II des-
cribes the "NAVCOM" system which employed on site digital recording. The
final section describes the calibration procedures used to relate the
digitalized data to absolute electromagnetic field levels.
A distinctive feature of both systems is the care taken to preserve
the wide dynamic range of the ELF noise while reducing the amount of man-
made interference recorded. Results of analyzing the recorded noise data
to optimize communications system performance in this frequency band are
described in companion reports.
Accepted for the Air Force Joseph R. Waterman, Lt. Col. , USAF Chief, Lincoln Laboratory Project Office
in
I. INTRODUCTION
A decision was reached by the Laboratory during the Fall of 1967
to enter a program to collect and analyze extremely low frequency (ELF)
electromagnetic atmospheric noise after it became apparent that previous
noise-measurement programs had concentrated on narrowband measurements
that might conceal properties of the noise which could be exploited in a
receiving system. The objective of the program was to record and analyze,
in as wide a band as practical, ELF noise from geographical locations with
low power-line interference and high thunderstorm activity.
A description of the recording effort is facilitated if it is undertaken
in three sections. The first section centers on the analog recording system
employed in Florida. Simply stated, analog tapes were recorded and later
converted to digital tapes for further processing. Section II describes the
"NAVCOM" system which employed on site digital recording. In both cases
the antennas and front ends are essentially identical. The final section
describes the calibration procedures used to relate the digitalized data to
absolute electromagnetic field levels. Some results of the analysis effort are
described in [4-6].
II. DESCRIPTION OF RECORDING SYSTEM AND DIGITAL TAPE FORMAT FOR "LASA" FORMAT DIGITAL TAPES (FLORIDA RECORDINGS)
The initial noise-measurement effort concentrated on the
design and procurement of equipment and the location of a suitable site. A
satisfactory site was located on property of the Lykes Brothers Steamship
Lines near LaBelle, Florida (26° 51'N, 81° 31'W). A preliminary field
survey showed that 60 Hz electromagnetic fields did not interfere. In
addition, the site was removed from all well traveled roads, thus eliminating
ground vibration as an interfering effect. The site is located in a region
where there is extremely high thunderstorm activity from June through
September.
A. Description of Antennas
Two loops and one whip antenna were constructed to measure
the horizontal magnetic and vertical electric fields. The loops are oriented
in a north-south, east-west configuration and are mounted inside a temporary
8- by 8- by 8-foot hut constructed of 3-inch Dyrelite foam laminated onto
0.25-inch plywood. Both loops are rigidly mounted onto a base which is then
physically isolated from ground motion by several layers of packing material.
Each of the loops is 1. 57 meters in diameter and contains 471 turns of No. 14
copper wire. The turns area product is 910 square meters. The low-
frequency series equivalent circuit of the loop is comprised of a 0. 75-henry
inductance in series with a 190 resistor. Self-resonant frequency of the
loops is approximately 6 kHz.
Electrical field strength is sensed by a 12-foot vertical whip antenna
enclosed in a 12-inch fiberglass cylindrical windshield. Guying is provided
for the windshield in the event of high winds, but it is otherwise self-
supporting. The whip antenna is located approximately 40 feet from the hut
enclosing the loops. A ground system is established with 12 bronze rods
driven 8 feet down and interconnected by 1-inch copper braid. Figure 1 shows
the site in May 1968.
B. Electronics Description
The initial measurements were accomplished with an analog
tape-recording system. This instrumentation was superseded by the digital
recording system described in the next section. The following description is
that of the analog recording system. Noise data was recorded in the FM mode
and returned to the Laboratory where digital tapes were made for detailed
digital processing. Since the only available tape recorders required 60 Hz
power for the tape drive, it was necessary to separate the recorder and the
sensitive antennas by 2 00 feet to reduce self-interference. The hut contains its
own batteries, preamplifiers, calibration circuits, and line drivers; a distant
vehicle contains line receivers, tape recorder, monitoring circuits, batteries,
and remote control of the hut electronics. A detailed block diagram of the
recording system is shown in Fig. 2.
1. Hut Electronics
Located in the hut are the three preamplifiers for the three
sensors. Each loop is coupled into its amplifier through a 50-to-l step-up
transformer. Loop amplifiers are the high-input impedance field effect
transistor (FET) type. These amplifiers have a gain of 20 dB and are
mechanically insulated from their surroundings to avoid microphonic effects
associated with such high-impedance devices. Input transformer characteris-
tics restrict the useful bandwidth to approximately 3 00 Hz. An additional
low-pass filter with cutoff at 320 Hz and a steep skirt follows each loop pre-
amplifier to further remove out-of-band noise. Tangential signal sensitivity
at 20 Hz for the loop channels is calculated as - 30 dB with respect to
1 ija/m/./Hz.
An FET high-input impedance source follower is utilized as an
impedance transformer for the whip channel. A voltage gain of 1. 0 is suitable
for this channel since voltage levels derived from the whip are higher and
dynamic range is extended if a lower gain is employed. The first field trip
revealed signal contamination due to wind movement of the whip and possible
"fair weather fields" that were unacceptable. A 12 Hz cutoff high-pass
filter was installed to diminish these effects. A 320 Hz low-pass filter also
serves to eliminate out-of-band interference and noise, including some VLF
stations.
The dynamic range of the atmospheric noise tends to be very large in
an area like Florida so some means are necessary to record the data without
compromising this range. In order to accommodate the 40 dB dynamic range
of the tape recorder a high and low gain version of each channel was recorded.
A 20 dB difference in gain was maintained between the two channels. Using
this method the recording process can be accomplished with a 60 dB range
of signal levels. Odd numbered channels were reserved for the low gain
version, even numbered channels are used for high gain recording. A limiter
clips the high noise peaks in the high gain channel prior to recording.
2. Remote Electronics
The actual recording process takes place in an air-
conditioned vehicle some 200 feet from the hut. Balanced line receivers
accept the six-channel information and apply it to six channels of the Ampex
FR 1300 tape recorder. A seventh recording channel is operated with zero
input for reasons to be discussed later. Tape speed is 15 inches/second
corresponding to a recording bandwidth of 5 kHz, and a record time of
approximately 40 minutes/reel. Some of the later tapes were made at
1 7/8 rps. Power for the tape recorder is derived from a DC-to-60 Hz
inverter contained in a doubly shielded magnetic enclosure. Operation of the
tape recorder does not introduce measurable additional 60 Hz components
in the recording process. An auxiliary edge track recording channel is
supplied to allow insertion of voiced comments including tape and time
identification. Monitoring of recorded signals is accomplished with an
oscilloscope and a channel-selector switch. All battery and supply voltages
are displayed on the monitor panel.
A rustrak strip chart recorder was also available to plot the average of
the mean square wideband signal. Averaging time was approximately 40
seconds for this recorder. Such a recording allows one to refer a particular
short-term tape to the general background intensity as measured over
several hours. It is particularly useful in establishing the rise and decline
of local thunderstorm activity.
C. Procedure
In making an analog tape, the following procedure is used:
(a) A voice entry is made identifying the day, time and
any important meterological phenomenon.
(b) One minute of the 30 Hz triangular wave calibration
is recorded.
(c) Six channels of data are recorded for approximately
37 minutes. During this time, local forecasts and weather conditions are
recorded from the AM radio in the vehicle as available. Any changes in local
weather conditions are also noted.
(d) One minute of the calibration signal is recorded at
the conclusion of the tape.
A simple direction of arrival unit has been constructed which operates
in conjunction with the two loops and one whip sensor to read out an x, y
plot on an oscilloscope. This unit has been used to verify the general location
of high-intensity storms and, on one occasion, the display was highly
correlated with a known storm center in the Fort Myers area.
D. Summary of Data Taken
Approximately 40 hours of analog recordings have been
obtained during several trips to the Florida site during 1968-69. All the 1968
data and part of the 1969 data has been converted to digital tapes. Data thus
far reveal the noise characteristics during a quiet period in February and a
moderately active period in May. In addition to the two Florida trips, one
investigatory trip was made to a remote area in New Hampshire to verify
that the general characteristics of noise measured at that site correspond to
that found in Flordia. Although the 60 Hz interference was high at this site,
it was possible to conclude that the noise at both sites was similar and,
furthermore, that there was nothing peculiarly different at either of the sites.
E. Analog-to-Digital Conversion
The analog tapes are returned to the Laboratory where
they are played back from an identical tape recorder at the record speed. At
this time, the output of channel 7 which does not contain data is subtracted
from the remaining six channels with the result that wow and flutter components
are diminished. The resultant signals are then applied to a multiplexer
which may be programmed to select from one to six channels for A/D con-
version via a 14-bit Adage model VMX-32B A/D converter and subsequent
digital recording. This digital tape is then the basis for further analysis.
The computer allows data analysis to take place with the full 60 dB dynamic
range.
In Figs. 3 and 4 we show the spectrum and amplitude probability
density function of the output of the A/D converter when the input terminals
were shorted. These two figures give a measure of the degradation in data
on the digital tapes due to jitter during the A/D conversion process.
Prior to A/D conversion, the playback electronics are adjusted so that
the 30 Hz triangular wave calibration had a 1. 0 volt peak-to-peak input level.
This enables one to check the digital tape produced to determine what
deviation, if any, exist between the actual ratio of digital levels/volt input
to the nominal level of 2144 digital levels/volt input.
F. Format of Converted Data on the Digital Tape
The output of the A/D converter is buffered onto a 7 track
800 bit per inch digital computer tape by a Digital Equipment PDP-7 computer.
The particular tape format used is an adaptation of a format used for
recording seismic array data on computer tape and has been given the name
"LASA" format tape for the purposes of this documentation. (References 1
and 2 give a description of the use of such tapes in the seismic work. ) The
converted data words are stored in the computer memory until 400 samples
from each channel have been converted whereupon a physical record consisting
of 4 header words together with the 400 samples from each channel are
written on the tape. To make the tape IBM compatible, the data is placed on
the tape in 6 bit blocks (with an odd parity bit in the seventh track ' ) and a
3/4 inch gap between physical records.
Any A/D conversions with a playback gain that deviates from this level have the playback level noted on the record of the particular A/D conversion.
Also, seven "longitudinal parity bits" are placed at the end of a physical record to further aid in error detection.
In Fig. 5, we show the relation of the 14 bit A/0 converter output to
the 18 bit data word put on the digital tape. The computer program (i. e. ,
read package "IOPAK") that reads the data from the digital tape into core
memory of the computer shifts the value on the tape right one bit so that the
least significant bit on the tape is lost (this was done to reduce effects of the
telephone line noise in the seismic program). Thus, the A/D converter
output is shifted left one bit before being recorded on the digital tape.
In Fig. 6 we show how the 18 bit words in the core memory of the
PDP-7 are placed onto the digital tape while in Fig. 7 we indicate the organiza-
tion of the header word information.
III. DESCRIPTION OF RECEIVER AND DIGITAL TAPES FOR "NAVY COMMUNICATIONS" FORMAT TAPES
The second generation recording systems used in the field* to
acquire broad band atmospheric noise data utilize digital tape-recording
techniques and, with the exception of the antennas and associated preamplifier
electronics are contained in mobile, self- supporting motor vehicle terminals.
A block diagram of one system is shown in Fig. 8. The following is a
description of this digital tape recording system which superseded the analog
system in September 1968.
Included in the first block to the left of the dashed line in Fig. 8 are
Ithaco preamplifiers, low-pass filters (320 Hz), and Burr-Brown line drivers
using a balanced input and output configuration. This portion of the system
is essentially the same as the front end of the analog system.
The conditioned signals from the dual loops and vertical whip antenna
are carried to their respective line receivers over approximately 200 feet
of twisted pair shielded balanced line. The 200 feet represents the separation
between the antenna location and the data-recording terminal. All equipment
to the right of the dashed line in Fig. 8 is found in the recording terminal,
and all to the left, with the exception of the whip antenna, is enclosed within a
To date, this system has been used successfully in Norway, Malta and Saipan.
prefabricated wooden shelter. The whip antenna is contained in a separate
cylindrical fiberglass enclosure to reduce wind loading. A full description
of the antenna configuration, both physical and electrical, was given in the
previous section.
Following the line receivers is a calibrate switching network where
calibration signals are injected in place of the antenna signals. The calibrate
switching is effected by means of an analog multiplexer utilizing high-speed
FET's.
The three outputs of the switching net are amplified and passed through
twin "T " active 400-cycle notch filters. System power is supplied at 28 and
12 volts DC. However, some of the equipment is standard off-the-shelf
hardware and was not designed around a DC power source. Therefore, DC
to 400-cycle AC solid-state inverters are used to supply the required 115-volt
AC primary voltage for those particular devices. The purpose of the
400-cycle notch filters is, of course, to eliminate any possible interference
from the 400-cycle inverters.
At the output of the notch filters, the three signals are divided into
two paths each, with more amplification in each leg to scale the signals up
in level for the ± 10 volt peak signal reference used in the following analog-
to-digital conversion process. One of the paths of each signal has an
additional 36 dB of gain represented by amplifiers G in Fig. 8. The function
of this additional amplification is to effect a better than 90 dB dynamic range
using only a single 12-bit analog-to-digital converter. The way in which this
is performed will be discussed later.
The resulting six signal paths, a high-and low-gain channel of each of
the three original signals, form the inputs to six sample-and-hold amplifiers.
The sample-and-holds are Raytheon models SH9 with aperature times in the
order of 50 nsec and settling times of 5 (jsec maximum. At this point, the
analog signals are simultaneously sampled at a 1 kHz rate and held as they
are sequentially multiplexed through to a 12-bit analog-to-digital converter.
The multiplexer and A/D converter combination is a Raytheon multiverter
package using a model ADC21-12B converter with 11 bits plus sign in 2's
complement code. Since the throughput rate of the multiverter is 50 kHz,
the analog signals are sampled and converted to digital form in 50 kHz bursts
at a burst rate of 1 kHz. Each burst is composed of six (12-bit) digital words,
with a high-and-low-order word describing samples of each of the three
original analog signals.
With 36 dB of additional gain in the low-order (high-gain) path of each
signal, the combination of the high-and low-order (12-bit) samples effect a
data sample word length of 18 bits. This may be more easily described by
referring to Fig. 9. For simplicity, two A/D converters are shown in the
figure, where in the actual system only one is time-shared in the multiverter.
The point labeled "analog data sample " is the point at which the signals are
divided into two paths each, with one path of each containing the additional
gain. Both samples are converted to 11 bits plus sign (sequentially through
the multiplexer by a single A/D converter in the actual system) and passed
onto the recording as two separate words.
During processing of the recorded tape on a computer, the programmer
may select which of the two words will be used as the data sample or, after
checking for correlation of the five overlapping bits, may use the combination
of both words for an effective 18-bit data word. The 17 bits of magnitude
represent a dynamic range of 102 dB, but discounting the first couple of bits
to system noise results in a more realistic figure of 15 bits of resolution for
a dynamic range of 90 dB.
It must be noted that the dynamic range figure given above assumes
that all recorded data is of equal interest. If, however, strong background
The algorithm used to date at Lincoln Laboratory has been to:
1. Set the data value = (low order data word - low order dc offset) if the low order data word absolute value is less than or equal to 1024 (= 2 10).
2. Otherwise, set the data value = (high order dataword - high order dc offset) x (ratio of high order gain/low order gain). The equipment is normally adjusted to produce a ratio of 64:1.
interference (e.g. , that caused by power lines) is present in the data the
useful data to noise ratio obtained with the above system may be well below
that obtained using an 18 bit A/D converter. This situation was observed
experimentally in recordings at a site in Malta where the very strong 50 Hz
radiation from a nearby power line caused the lower order data word to
saturate continually so that the high order data word was generally utilized.
The quantization noise of the high order data word has an rms value of 19
levels which was comparable to the natural EJLF noise levels. Thus, even (
though the 50 Hz power line could be removed from the digitized data by
appropriate digital filtering, the filtered data was not representative of
natural ELF noise due to the increased quantization noise. This particular
problem was solved by additional analog notch filtering prior to the A/D
converter.
Additional insight into the differences between the 18 bit data word
obtained by combining the two overlapping 12 bit data words and an 18 bit
data word obtained from an 18 bit A/D converter can be obtained from
Fig. 19. In Fig. 19, we have plotted the ratio, R, of signal level to rms
quantization noise as a function of signal level. We see that R is mono-
tonically increasing with signal level for an 18 bit A/D converter whereas
there is a drop in R for the ELF noise recording system when the low order
data word saturates. From Fig. 19, we see that it is important that the
useful signal level be no worse than Z0 dB below the recorded signal level
for recorded signal levels near 1000 digital levels.
At the output of the A/D converter the 12-bit words are split into six-
bit characters, odd parity is added, and the resulting 7-bit characters are
passed on by means of a digital multiplexer to a tape buffer/formater (core
memory). Parity is checked for correctness first at the output of the memory
as the characters are transferred to the tape recorder, and again by the
read-after-write electronics in the tape transport. Visual error indicators
are available for both check points.
10
The digital tape transport used for recording is a Potter model FT-152
designed for field recording work and powered from a 12-volt DC source.
Recording is on seven tracks at a density of 800 BPI in IBM format.
At the 1 kHz sample rate of the three inputs with two 12-bit words per
input, the data rate is 12,000 6-bit characters per second. Each data record
is one second long with each headed by four additional 12-bit header words
for a total of 12,008 characters per record. Allowing for the IBM-compatible,
3/4 inch, inter-record gaps, the data-recording rate is 12.63 kHz. With an
800-BPI density and 3/4-inch gaps, the tape speed is a conservative 15. 8 inches
per seond. The transport accommodates 10 l/2-inch reels containing
2400 feet of tape. Each tape therefore holds approximately 30 minutes of
recorded data.
The format of the record header information is as shown in Fig. 10.
With the data record lengths of one second each, the count described by
header word 4 indicates record count from tape start as well as elapsed time
(seconds in binary) after the initial start time of header words 1 and 2. All
header information with the exception of the record counter and the calibration
indicator bit (automatically set during calibration records) is initially set up
by thumbwheel switches and automatically inserted at the proper time to head
up each record. In Fig. 11, we show how the header words and data words
are organized on the digital tape.
Calibration signals are inserted at the calibrate switching point (Fig. 8).
Calibration takes place automatically at the beginning of, periodically during,
and near the end of each digital tape recording. The periods of calibration are
one record length (1 second) duration repeated every 7 minutes through-out
each tape recording. The period length and repetition rate is thumbwheel
selectable from the control panel. Manual calibration control is also available
for initial calibration prior to recording. This calibration is used to check
gain and any change in DC offset between the line receivers and the A/D
converter output and is not to be confused with the absolute field strength
11
calibration of section IV, which is performed bi-weekly by inserting a known
signal level in series with the antennas.
Various signals can be used for the digital calibration. The waveform
used with recorded tapes prior to January 23, 1969 was a series of step
inputs, the amplitudes of which exercised full scale of both the high and low
order legs of the A/D conversion and also intermediate levels to fall within
the 5 bit crossover area of the two words.
To eliminate DC offset drift problems and also to simplify system
alignment procedures, the DC coupling between the-analog front end and the
sample and hold input to the A/D converter was replaced with RC coupling
on 23 January 1969. The 400 Hz notch filters were also deleted from the
circuits at that time. Since that time, both recording systems have used a
40 Hz sine wave calibration signal for the recording calibration source. As
before, this cal signal is used only to check gain ratio between the high and
low channels and also aid in the detection of any existing offset at the A/D
output.
As mentioned earlier, all equipment shown to the right of the dashed
line in Fig. 8 is found in a recording terminal. The recording terminal in
this case is a Clark Cortez camper vehicle, one model of which is shown
in Fig. 12.
In Figs. 13-15 we show the results of some tests made to determine the
dynamic range of the recording system. Figure 13 shows the spectrum of the
NS loop for Malta tape AN 1-047 of 25 November 1968 when the antenna was
replaced by an . 8 henry choke. Figure 14 shows the spectrum of the EW
loop for Malta tape AN 1-047 when the input to the EW loop preamplifier was
shorted. Figure 15 shows the spectrum of the NS loop when the input to the
NS loop sample and hold amplifier for the NS loop. From Figs. 13-15, it
appears that the observed system noise is quite low relative to the few bits
hypothesized for the system noise, and thus, the system dynamic range is
above 90 dB.
L2
IV. CALIBRATION OF NOISE DATA TAPES
In this section, we outline the procedure used in obtaining absolute
calibration for the noise data tapes from the special data tapes in which a
known signal was injected at the antenna terminals as shown in Fig. 16.
There are two types of signal used to establish the absolute calibration at all
frequencies in the passband:
1. A sine wave of known amplitude and frequency (generally
100 Hz) is used to obtain the absolute calibration at a single frequency.
2. A periodic train (with period .25 seconds) of narrow pulses
(less than 100 (jsec duration) is used as an approximation to a periodic train
of impulses to give the relative frequency response across the system band-
width.
By combining the results from the two signal inputs, the absolute
calibration is established across the entire system passband. The remainder
of this note discusses the procedure currently used at Lincoln Laboratory to
establish the absolute calibration.
A. Absolute Calibration at a Single Frequency
1. Measuring Equipment and Error Analysis
Calibration of results in terms of absolute field strength is
based on the following considerations. Absolute field strength measurements
are based entirely on the loop antennae. No estimate of field strength based
on the whip data is discussed or used in this report.
The loop antennas are wound on a "PVC " form approximately 5' in
diameter, and securely mounted in a wood frame with brass support rods.
All loops are fabricated in an identical manner. A discussion of magnetic
field strength and loop antennas is grounded in its relationship between open
circuit terminal voltage (v ) and the impinging field (H).
In doing this, we assume that an injected signal of amplitude v0 at frequency f is equivalent to an H-field of amplitude w0/{Zffi \± NA ) where NA = turns- area product of the loop. It would be desirable to calibrate with a known H-field, but this is quite difficult to do at ELF in a satisfactory manner.
13
v = M HNA ca oc ^o _ n
p. = permeability of free space, 4TT x 10 henry/meter (used for air core antennas discussed here)
H s magnetic field, amps/meter 2
NA s turns area product of loop, (meters)
v = open circuit terminal voltage due to effect of H field averaged over area of loop, volts
co = (277-f) angular frequency of assumed sinusoidal field in radians/second.
Several questions related to the authenticity of loop measurements are
suggested by an examination of this formula.
(a) Turns Area (NA). Number of turns on the loop was
established with great care. Area was determined by direct measurement,
and verified by an independent experiment. Following the technique described
in [3] , a one turn loop, one meter in diameter was constructed. Utilizing
this loop as a transmitting antenna coaxial with the large receiving loop
excellent agreement with the predicted results were obtained. On the basis
this experiment and physical measurements the NA product is correct within
± 0.8$.
(b) Permeability (jj. ). Permeability of free space has
been assumed for the air core loops. During the experiment described above
measurements were conducted with and without mounting supports with no
noticeable effect. Placement of the front end electronics near the loop in the
normal mounting location produced no effect either. No error is assumed to
be present using the permeability of free space.
(c) Frequency. For calibration purposes it is necessary
to establish the calibration frequency with some accuracy. A HP 2 04C
oscillator was generally employed at the field sites to insert the calibration
signal at the antenna. Laboratory experiments reveal that the oscillator will
probably be set to an accuracy of ± 4$ at 100 Hz. Fortunately, this field
misalignment does not have to be tolerated as degrading the calibration since
14
the analysis programs can be used to ascertain the actual frequency employed
for a particular tape. Providing this method is employed no error need
accrue due to frequency mis-alignment. Frequency stability of this oscillator 4
(1 part in 10 per 20 minutes) is sufficient to impose narrow band filtering
(. 244 Hz) in the analysis program.
As stated before, the calibration signal is injected in series with the
loop antenna as shown in Fig. 16. In connection with this calibration method
several other factors will have a bearing on the resulting accuracy of the
calibration.
(a) A Ballantine Model No. 323 true rms voltmeter is
used to ascertain the signal level injected into the attenuator pad. If it is
assumed that the cal signal was measured at, or near full scale then the
result has an accuracy of ± 2$ at 100 Hz. If an average error in reading the
meter is assumed to be 1$ then the most probable error to be attributed to
the meter is ± 2.2$.
(b) The attenuator has been measured on a bridge and it
is accurate to ± 0. 1$.
(c) Wideband noise picked up by the antenna and coupled
back to the voltmeter is negligible.
(d) Atmospheric noise and possible power line harmonics
at or near the calibration frequency will affect the energy in the passband of
the analyzing filter used to "pick out" the calibration signal. This effect is
minimized by using a large calibration signal relative to the interference. A
signal to noise ratio of 40 dB in a 1 Hz bandwidth has been the typical ratio
in most of the calibration runs. Based on this ratio it is possible to say that
background noise has not affected the calibration signal estimate in any
significant manner.
(e) Gain stability and frequency response of the recording
system has remained relatively constant from calibration to calibration.
15
Maximum variation in gain has been 156 over a one month period.
(f) Quantization errors due to the 12 bit A/D converter
are insignificant at the signal levels used and no error is attributed to the
digital processing employed.
(g) Variation of sample rate is determined by the
stability of a temperature controlled crystal oscillator. Drift rate of this n
oscillator is one part in 10 /day. If the frequency drift is assumed monotonic
then the equivalent change in frequency at 100 Hz would be . 01 Hz after
1000 days. No error is associated with this source.
After consideration of the factors discussed here the following error
estimate is considered representative of the factors involved in the noise
measurement program.
Source Error
Turns area ± . 8$
Meter reading ± 2.2$
Attenuator pad ± 0. 1$
Gain variation ± 1.0
Peak error ± 4. 1 $ or ± .35 dB peak.
The most probable error assuming that the error from each source is
independent of the other and represents the 1Q level is
V (.8)2 + (2.2)2 + (. I)2 + (l)2 = 2.54$ or ± .22 dB.
2. Absolute Calibration at a Single Frequency from the Spectral Analysis Results for Sine Wave Calibration Tape
In this section, we discuss a method of determining the
absolute calibration at a single frequency from the results of spectrum analysis
using a spectral analysis computer program and the known amplitude of the
injected sine wave. The steps are as follows.
(a) Spectrum estimates are obtained every (1000/4096)Hz
16
from 1. 024 seconds of data. From the value of the spectrum at the frequency
of the injected sine wave, one can determine the amplitude of the sine wave
using formulas presented later on in this section.
(b) The recording site data log sheet that accompanies
the tape indicates the amplitude of the sine wave (generally in rms-volts)
injected at the antenna terminals.
(c) The H-field in amps per meter that is equivalent
to the injected signal is assumed to have amplitude
XT Voc 1.3918 x 10Z , -. . ,„ H = rr jr-zrr = ' > V (volts ) (1) 2frfNA f(Hz) oc y ' v
for the antennas with a turns-area produce NA = 910 square meters.
(d) From (a) and (c), we can establish the ratio between
(digital levels)2 and (amps/meter) at the frequency of the injected sinusoid
[one digital level = least significant bit in the high gain channel data word] .
We now want to determine the formula relating the amplitude in digital
levels to the value of the spectrum obtained by the spectral analysis computer
program. The method by which this computer program obtains spectra is
discussed in Ref. 4. We will consider here the case where the number of data
segments averaged over is one (the number of segments averaged over affects
the stability of estimates for noise data, but has no effect on the results for a
deterministic signal such as the sine wave used for calibration).
The computer program computes the estimate of the spectrum at
frequency f as:
s(fo> = 101°«10[SUMWT lX(fo»l2) <2)
where N-l -j2fff kT
X(fQ) T w(k)x(kT)e (3) k=0
N-l F
k=0 SUMWT = T w2(k) (4)
17
X(kT) = value of the input waveform at time kT
w(k) = data window used to reduce effects of power lines on the spectrum estimates
= 1 for all k if "no window" is used
= l _ |k"(*VZ) I if a »1 - |t | " window is used.
When the input is a sinusoid at frequency f with amplitude A, it can be
shown' that s(f ) is closely approximated by
s(fo) = 10 log10[j(N<w(k))A)2/N <w2(k)>] (5)
<wZ(k)>
where (w (k)) = time average value of [w(k)] . The quantity
^WW> = 1 for "no window" (7) (wZ(k))
= -| for "1 - |t| " window. (8)
Example
We now illustrate the above steps using data from Norway tape AN2-002.
The injected signal was of amplitude 25 mv rms into a 1000-1 pad (i.e. , the
value of resistance R in Fig. 16 was 1000 ohms) at a frequency of 1000 Hz.
In Fig. 17 we show the spectrum of the NS loop channel on this tape using
N = 1024 and a "1- |t | " data window. We now go through the steps of the
procedure outlined above:
(a) From Fig. 17, we see that the computed spectrum
level was approximately 93.97 dB at 100 Hz. Thus, from equations (6) and
(8), we conclude that the injected sinewave had an amplitude (peak) of
A = 3.622 x 103 digital levels.
By substituting x(kT) = A cos (27ff kT + 6 ) into equation (3).
(b) The injected signal at the terminals had an amplitude
(peak) of
v = (25 x 10"6 volts)(1. 414) = 35. 35 x 10~6 volts (peak).
(c) This is equivalent to a H-field of amplitude (peak)
H = 1,391S X 10 (35. 35 x 10"6) = 4.92 x 10"5 amps per meter. 1 x 1(T
(d) Thus, we conclude that at 100 Hz
- 8 1 digital level = 1.36 x 10 amps per meter.
3. System Relative Frequency Response from the Spectrum Analysis Results for Impulse Train Calibration Tapes
The determination of the system relative frequency response
from spectrum analysis of a calibration tape generated by injected periodic
train of narrow pulses at the antenna terminal (as indicated in Fig. 16) is
quite straight-for ward. In Fig. 18, we show the results of such an analysis
(using N = 1024 samples of data and transforms of length 4096 samples) on
Norway tape AN2-003. It should be noted that the frequency response shown
in Fig. 18 does not include the antenna transfer function between H-field and
volts at the antenna terminal. This antenna transfer function (of 6 dB per
octave) must be included in determining the absolute calibration at all
frequencies from the single frequency calibration.
19
20 18-4-13375|
10
3 o
SP
EC
TR
UM
o
| -20 -1 2 J4 LJUJJJ 1 1 1 L II. h i. .
-30
-40 i i i 100 200 300
FREQUENCY (Hz)
400
Fig. 3. Spectrum of output of A/D converter with input shorted.
22
10" 18-4-13378
10
o
Ü
3 U. >■
UJ
Q
00 < CD
o CC Q-
10^
10"
RMS LEVEL = 3.96 DIGITAL LEVELS
MEAN = 4.4 DIGITAL LEVELS
-8 -6 -4-2 0 2
RMS UNITS FROM MEAN
Fig. 4. Probability density function of output of A/D converter with input shorted.
23
MSB
18-4-133 77
LSB
A/D CONVERTER OUTPUT s 1 2 3 4 5 6 7 8 9 io|n 12|l3
18 BIT COMPUTER WORD | s s s s 1 2 3 4 5 6 7 8 9 1011 12 13 X
EXTENDED SIGN BIT
ALL DATA RECORDED WITH ODD PARITY IN TWO'S COMPLEMENT FORM
14 BIT A/D VALUE IS SHIFTED LEFT ONE BIT BECAUSE READ PACKAGE "IOPAK" SHIFTS DATA VALUE FROM TAPE RIGHT ONE BIT THIS LAST BIT 15 MEANINGLESS.
Fig. 5. Relation of 14 bit A/D converter output to 18 bit data word for "LASA" format digital tapes.
24
18-4-13378
PDP-7 CORE MEMORY
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
1ST SAMPLE OF EACH CHANNEL
2ND SAMPLE OF EACH CHANNEL
HEADER WORD 1
CHANNEL 1
CHANNEL 3
HEADER WORD 1
f
Ul EADER WORDS
END OF RECORD
TAPE
0 1 2 6 7 8 12 13 14
3 4 5 9 10 11 15 16 17
0 1 2 6 7 8
12 1314
3 4 5 9 10 11
15 16 17
0 1 2 6 7 8 12 13 14
3 4 5 9 10 11 15 16 17
0 1 2 6 7 8
12 13 14
3 4 5 9 10 11
15 16 17
0 1 2 6 7 8 12 13 14
3 4 5 9 10 11 15 16 17
0 1 2 6 7 8
12 13 14
3 4 5 9 10 11
15 16 17
EACH RECORD CONTAINS 400 SAMPLES OF EACH CHANNEL
PARITY
Fig. 6. "LASA" digital tape format for 7 track tape.
25
MSB
CHARACTER 1
TYPICAL COMPUTER WORD
CHARACTER 2
[18-4-13379
CHARACTER 3
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 LSB
MSB
HEADER WORD 1
MSB
CHARACTER 1 CHARACTER 2 CHARACTER 3
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
<5PA PP = O'C - TEST
CHARACTER 1
o rA nt - \J o -
HEADER WORD 2
CHARACTER 2 CHARACTER 3
Bll
40 20 10 8 4 2 1 40 20 10 8 4 2 18 4 2 1
0 1 2 3 4 5 6 7 8 9 10 1 1 12 13 14 15 16 17
LSB
TENS OFMIN UNITS OF MIN TENS OF SEC UNITS OF SEC TENTHS OF SEC
LSB
CHARACTER 1
200 100 80 40 20 10
HEADER WORD 3
CHARACTER 2
4 2 1.=. 20 I 10
CHARACTER 3
8 4 2 1
MSB 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
HUNDREDSI OF DAYS I TENS OF DAYS UNITS OF DAYS
TENS LU
< 'OF HOURS1
Q-
UNITS OF HOURS
or
on
LSB
CHARACTER 1
SITE SAMPLE
HEADER WORD 4
CHARACTER 2
RECORDING INTERVAL
INTERVAL
CHARACTER 3
NUMBER OF SENSORS
0 1 2 3 4 5 6 7 8 9 10 1 1 12 13 14 15 16 17
4 2 1 4 2 1 4 2 1 4 2 1 4 2 1 4 2 1 (
sv )CTAL l/ITCH 1
( SV
3CTAI VITCH 2
( S\
DCTAl VITCH 3
C SV
)CTAL VITCH 4 SV
OCTAL VITCH 5
C SV
ICTAL VITCH 6
Fig. 7. "LASA" format tape header description.
26
N-S 3-66-8604-1
HAPPROX I 200 FEET k— OF CABLE I
PREAMPLIFIER FILTER
AND LINE DRIVE
LINE RCVRS
AND CALIBRATE SWITCHING
FILTER AND
SCALING AMPS
G=36dB
G S/H
S/H
S/H
S/H
S/H
S/H
CALIBRATION SIGNAL
GENERATOR
ANALOG MUX
12 BITS
A/D
CAL CONTROL
SYSTEM POWER 30 V
DIGITAL MUX AND
FORMAT
CORE MEMORY
TAPE BUFFER
SYSTEM TIMING
AND CONTROL
DIGITAL TAPE
TRANSPORT
III
ALT
h~
Fig. 8. Atmospheric noise data acquisition system.
ANALOG DATA SAMPLE
A/D
11 BITS
3-66-8601-1
LOW-ORDER DATA WORD
HIGH-ORDER DATA WORD
EFFECTIVE DATA WORD
-LSB S 76 MV
17 BITS
Fig. 9. Analog-to-digital conversion.
28
3-66-6602-2
(1)
I r
DAYS x 100
i 1 '
DAYS X 10 ,
i . I
1 1 ;
! DAYS ' xi ;
i
HRS x 10
i J
(2) HRS i X 1 '
L — .,i. i . .j
1 MIN ! i x 10'
_j 1—
1 1 • 1 MIN !
X 1 l
1 1 i
Sp
(3;
CAL INDICATOR
* SYNC ERROR I ** GAIN CHANGE IND.
ND. J
(4)
DATA-RECORD COUNTER
12 BITS
RECORDING STATION
t — ■>
I I SPARE 8 BITS
1 1 1 i i
3 BITS i i
"0" NORMAL MODE
* "1"SYNC ERROR: FAULTY RECORD
** "1 " NORMAL GAIN IN FRONT END
"0"20dB LESS GAIN IN FRONT END
Fig. 10. Tape record header words (12 bits each).
29
18-4-13380 MSB
TRACK 2 4 8 A B C
11 10 987654321 0
HEADER WORD 1
A/D 1
A/D 2 CH 1
A/D 1
A/D2 ■CH 2
A/Dl
A/D2 CH3
A/D 1
A/D2 CH 1
A/Dl
A/D2 ■ CH 3 —
RECORD LENGTH 6004
(12bit)W0RDS 1-sec SAMPLES
■EOR
3
* A/D SIGN BIT
START NEW RECORD
5 4 3,21 0 1 _---r — 11 10 9 8 7 6
5 4 3 2 1 0_
11 10 9 8 7 6
■ri
4
A/Dl x HIGH ORDER CH1 ° >- A/D2 5 LOW ORDER CH1 £
A/D 1 < HIGH ORDER CH2 *
| A/D2 LOW ORDER CH2
A/D
tn in c |
A/D 2
Fig. 11. Digital data format for "NAVCOM" tapes (shown for 7 track recording).
30
40
30 -
118-4-153811
NOISE RMS = 1.96 DIGITAL LEVELS
-20 -L 100 200 300
FREQUENCY (Hz)
400
Fig. 13. Spectrum of NS loop channel with 0. 8 Hz choke in place of antenna.
40
30 -
-20
18-4-13382
NOISE RMS = 1.3 DIGITAL LEVELS
_1_ 100 200 300
FREQUENCY (Hz)
400
Fig. 14. Spectrum of EW loop channel with input to EW loop preamplifier shorted.
32
ü m 118-4-133831 T5
5 3 er h o UJ
-10
-20
UJ
< o a.
-30
-40 1 1 I 1 100 200 300
FREQUENCY (Hz)
400
Fig. 15. Spectrum of NS loop channel with input to sample and hold amplifier shorted.
ANTENNA
SIGNAL GENERATOR
BALLANTINE
MODEL 323 VOLTMETER
18-4-13384
STEP-UP-TRANSFORMER 100:1
AND PREAMPLIFIER Z. = 107ohm in
-WV- 1
0 1—wv—I R = 460-1000 ohm
TO -► RECORDING
SYSTEM
19
-AM-
■0.75H
O
EQUIVALENT CIRCUIT FOR ANTENNA
Fig. 16. Signal injection setup for absolute calibration.
33
TOO 200 300
FREQUENCY (Hz)
400
Fig. 17. Results of spectrum analysis on sine wave calibration tape AN2-002,
34
100 200 300
FREQUENCY (Hz)
400
Fig. 18. Results of spectrum analysis on impulse response tape AN2-003,
35
150
o c
I 100
O cvi
I18-4-13387!
SIGNAL LEVEL EXPRESSED IN DIGITAL LEVELS
18-BIT A/D CONVERTERS
OVERLAPPED 12-BIT DATA WORDS
50
20 log (signal level)
100
Fig. 19. Signal to quantization noise as a function of signal level.
36
REFERENCES
1. R. V. Wood and R. G. Enticknap, "Large Aperture Seismic Array- Signal Handling System, " Proc. of IEEE, _53, 1844-1851 (December 1965)
2. H. Briscoe and P. Fleck, "Data Recording and Processing for the Experimental Large Aperture Seismic Array, " Proc. of IEEE, 53, 1852-1859 (December 1965).
3. F. M. Greene, "NBS Field-Strength Standards and Measurements 30 Hz to 1000 MHz, " Proc. of IEEE, 55, no. 6, 970-974 (June 1967).
4. J. E. Evans, "Preliminary Analysis of ELF Noise, " TN 1969-18, Lincoln Laboratory, M. I. T. (26 March 1969), DDC AD-6918 14.
5. J. W. Modestino, "A Model for ELF Noise, " TR 493, Lincoln Laboratory, M.I.T. (16 December 1971), DDC AD-737368.
6. A. S. Griffiths, "ELF Noise Processing, " TR 490, Lincoln Laboratory, M.I.T. (13 January 1972), DDC AD-739907.
37
DISTRIBUTION LIST
Chief of Naval Operations Attn: Capt. Wunderlick(OP-941P) Department of the Navy- Washington, D. C. 20350
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Computer Sciences Corp. Systems Division Attn: Mr. D. Blumberg 6565 Arlington Blvd. Falls Church, VA 22046 (3 copies)
Director Defense Communications Agency Code 960 Washington, D. C. 20305
IIT Research Institute Attn: Dr. D. A. Miller, Div. E 10 W. 35th Street Chicago, Illinois 60616
Institute for Defense Analyses Attn: Mr. N. Christofilos 400 Army-Navy Drive Arlington, VA 22202
Naval Electronic Systems Command Attn: Capt. J.V. Peters, PME- 117-22 Department of the Navy Washington, D. C. 20360 (2 copies)
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Naval Facilities Engineering Command Attn: Mr. G. Hall (Code 054B) Washington, D. C. 20390
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Naval Electronic Systems Command Attn: Capt. F.L.Brand, PME-117 Department of the Navy Washington, D. C. 20360
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The Defense Documentation Center Attn: DDC-TCA Cameron Station, Building 5 Alexandria, VA 22314
38
UNCLASSIFIED
Security Classification
DOCUMENT CONTROL DATA - R&D (Security classification of title, body of abstract and indexing annotation must be entered when the overall report is classified)
I. ORIGINATING ACTIVITY (Corporate author)
Lincoln Laboratory, M. I. T.
2a. REPORT SECURITY CLASSIFICATION
Unclassified 2b. GROUP
None
3. REPORT TITLE
Description of the Lincoln Laboratory Wideband ELF Noise Recording Systems
4. DESCRIPTIVE NOTES (Type of report and inclusive dates)
Technical Note 5. AUTHOR(S) (Last name, first name, initial)
Evans, James E. Willim, Donald K. Brown, J. Royce
6. REPORT DATE
14 April 1972 7«. TOTAL NO. OF PAGES
44 7b. NO. OF REFS
8a. CONTRACT OR GRANT NO. Fl 9628~70-C "0230
b. PROJECT NO. 1508A
9a. ORIGINATOR'S REPORT NUMBER(S)
Technical Note 1972-19
9b. OTHER REPORT NO(S) (Any other numbers that may be assigned this report)
ESD-TR-72-83
10. AVAILABILITY/LIMITATION NOTICES
Approved for public release; distribution unlimited.
It. SUPPLEMENTARY NOTES
None
12. SPONSORING MILITARY ACTIVITY
Department of the Navy
13. ABSTRACT
This report describes the systems used to record wideband (12 Hz -300 Hz) extremely low frequency (ELF) electromagnetic noise in a number of geographic locations. The first section centers on the analog recording system employed in Florida. Simply stated, analog tapes were recorded and later converted to digital tapes for further processing. Section II describes the "NAVCOM" system which employed on site digital recording. The final section describes the calibration procedures used to relate the digitalized data to absolute electro- magnetic field levels.
A distinctive feature of both systems is the care taken to preserve the wide dynamic range of the ELF noise while reducing the amount of man-made interference recorded. Re- sults of analyzing the recorded noise data to optimize communications system performance in this frequency band are described in companion reports.
14. KEY WORDS
Navy Communications extremely low frequency (ELF) electromagnetic noise NAVCOM system
LASA analog-to-digital (A/D) conversion
39 UNCLASSIFIED
Security Classification